Skills for Real Engineers. Straight from my .agents directory.
39 skills
ccf-research-engineer
Agent skill from
Implement and debug research code, select suitable codebases, reproduce baselines, map mechanisms into model architecture, and optimize training from measurements. Use for 科研编码, 论文复现, codebase选型, 模型实现, 训练调试, 显存/吞吐优化, and research dependency conflicts. Experiment protocols belong to designer; campaign coordination belongs to orchestrator.
How to install ccf-research-engineer
install ccf-research-engineer
# install the CCFA-Skills pack with the skills CLI
npx skills add mikubaka88/CCFA-Skills# or add only this skill to Claude Code: copy the folder
ccf-research-engineer/
# into
~/.claude/skills/ccf-research-engineer/ (all projects)
.claude/skills/ccf-research-engineer/ (one project)
1# CCF Research Engineer23## Family File Contract45Before file work, reuse canonical paths and one task/artifact working directory; default to project-root `ccfa-workfiles/<purpose>/<artifact-id>/`. Update in place, preserve inputs, and use UTF-8 with Chinese-text checks. Apply [artifact-contracts.md](../ccf-common/references/artifact-contracts.md) for naming, ownership, and task-created cleanup; handoffs inherit these paths.67## Collaboration Contract89Before specialist execution, read and apply [ccf-humanization](../ccf-humanization/SKILL.md) first, then [ccf-common](../ccf-common/SKILL.md). At every handoff, reuse their applicable active rules or refresh missing/changed ones. Both preflights are required even without prose; detailed editing, experiment, and maintenance modes run only when relevant.1011Integrate necessary specialist contributions under one owner; reuse valid prerequisites and verify affected results. Follow the [cooperation routes](../ccf-common/references/routing.md) without duplicate reports. Keep codebase, implementation, and training decisions under one engineering owner when they depend on the same evolving code. A skill contribution does not require a separate agent.1213## Invocation Controls14…
Excerpt shown under the repository's MIT license.
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